This is the source code of the paper "Robust Multi-view Subspace Learning with Non-independent and Non-identically Distributed Complex Noise". We provided two implementation of the proposed NIID-MSL in the floder ./varaiatoin, hdp_multi_view.m and hdp_multi_view_cell.m. The former one is followed the regular VB only using MATLAB and latter one is accelerated through the strategies of the Section V.C and mix-programing with Matlab and C. If you have any questions, please feel free to contact me (email@example.com).
- MATLAB 2018a
- Ubuntu 16.04
- C Compiler: Gcc 6.3
How to run
- Download the dataset from the following link and put them in the ./data floder.
- Google Drive link: https://drive.google.com/drive/folders/12aFroF3aR7t5PwmlLt4WGiAW33XpD9E0?usp=sharing
- Baidu Cloud link: https://pan.baidu.com/s/1_-wFJGrTARPd_6iRkJhYgg, Password: 7ila
- Switch to the root path of thei project and add path to matlab
- Run any of the demo listed in the ./demo floder, such as